Implementation of Intelligent Auto Ranging Functionality to Capacitive Level Sensor

K. V. Santhosh, Preeti Mohanty

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper presents a technique of auto ranging for level measurement using capacitance level sensor. The objective of the work is to design an intelligent calibration technique which will be able to adjust the minimum and maximum reading based on the user defined values. Capacitance level sensor produces a change in capacitance for variation in liquid level. Change in capacitance is converted to voltage with the help of a timer and a frequency to voltage converter. Voltage signal is acquired on to the personnel computer for computation. Calibration is achieved with the help of neural network algorithms. Neural network algorithm is trained to map the input range set by the user to the standard signal of 1 to 5V, using the back propagation with artificial bee colony algorithm. The system was tested under practical setup to evaluate the performance. Results obtained shows successful implementation of desired objective.

Original languageEnglish
Title of host publication2nd International Conference on Energy, Power and Environment
Subtitle of host publicationTowards Smart Technology, ICEPE 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538647691
DOIs
Publication statusPublished - 04-03-2019
Event2nd International Conference on Energy, Power and Environment, ICEPE 2018 - Shillong, Meghalaya, India
Duration: 01-06-201802-06-2018

Publication series

Name2nd International Conference on Energy, Power and Environment: Towards Smart Technology, ICEPE 2018

Conference

Conference2nd International Conference on Energy, Power and Environment, ICEPE 2018
CountryIndia
CityShillong, Meghalaya
Period01-06-1802-06-18

Fingerprint

Capacitance
Sensor
Voltage
Sensors
Network Algorithms
Electric potential
Calibration
Neural Networks
Neural networks
Level measurement
Back Propagation
Backpropagation
Converter
Personnel
Liquid
Evaluate
Liquids
Range of data

All Science Journal Classification (ASJC) codes

  • Control and Optimization
  • Energy Engineering and Power Technology
  • Computer Networks and Communications
  • Renewable Energy, Sustainability and the Environment

Cite this

Santhosh, K. V., & Mohanty, P. (2019). Implementation of Intelligent Auto Ranging Functionality to Capacitive Level Sensor. In 2nd International Conference on Energy, Power and Environment: Towards Smart Technology, ICEPE 2018 [8658425] (2nd International Conference on Energy, Power and Environment: Towards Smart Technology, ICEPE 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EPETSG.2018.8658425
Santhosh, K. V. ; Mohanty, Preeti. / Implementation of Intelligent Auto Ranging Functionality to Capacitive Level Sensor. 2nd International Conference on Energy, Power and Environment: Towards Smart Technology, ICEPE 2018. Institute of Electrical and Electronics Engineers Inc., 2019. (2nd International Conference on Energy, Power and Environment: Towards Smart Technology, ICEPE 2018).
@inproceedings{0edf86b527e140bcb3978c5ccf0b9f78,
title = "Implementation of Intelligent Auto Ranging Functionality to Capacitive Level Sensor",
abstract = "This paper presents a technique of auto ranging for level measurement using capacitance level sensor. The objective of the work is to design an intelligent calibration technique which will be able to adjust the minimum and maximum reading based on the user defined values. Capacitance level sensor produces a change in capacitance for variation in liquid level. Change in capacitance is converted to voltage with the help of a timer and a frequency to voltage converter. Voltage signal is acquired on to the personnel computer for computation. Calibration is achieved with the help of neural network algorithms. Neural network algorithm is trained to map the input range set by the user to the standard signal of 1 to 5V, using the back propagation with artificial bee colony algorithm. The system was tested under practical setup to evaluate the performance. Results obtained shows successful implementation of desired objective.",
author = "Santhosh, {K. V.} and Preeti Mohanty",
year = "2019",
month = "3",
day = "4",
doi = "10.1109/EPETSG.2018.8658425",
language = "English",
series = "2nd International Conference on Energy, Power and Environment: Towards Smart Technology, ICEPE 2018",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "2nd International Conference on Energy, Power and Environment",
address = "United States",

}

Santhosh, KV & Mohanty, P 2019, Implementation of Intelligent Auto Ranging Functionality to Capacitive Level Sensor. in 2nd International Conference on Energy, Power and Environment: Towards Smart Technology, ICEPE 2018., 8658425, 2nd International Conference on Energy, Power and Environment: Towards Smart Technology, ICEPE 2018, Institute of Electrical and Electronics Engineers Inc., 2nd International Conference on Energy, Power and Environment, ICEPE 2018, Shillong, Meghalaya, India, 01-06-18. https://doi.org/10.1109/EPETSG.2018.8658425

Implementation of Intelligent Auto Ranging Functionality to Capacitive Level Sensor. / Santhosh, K. V.; Mohanty, Preeti.

2nd International Conference on Energy, Power and Environment: Towards Smart Technology, ICEPE 2018. Institute of Electrical and Electronics Engineers Inc., 2019. 8658425 (2nd International Conference on Energy, Power and Environment: Towards Smart Technology, ICEPE 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - Implementation of Intelligent Auto Ranging Functionality to Capacitive Level Sensor

AU - Santhosh, K. V.

AU - Mohanty, Preeti

PY - 2019/3/4

Y1 - 2019/3/4

N2 - This paper presents a technique of auto ranging for level measurement using capacitance level sensor. The objective of the work is to design an intelligent calibration technique which will be able to adjust the minimum and maximum reading based on the user defined values. Capacitance level sensor produces a change in capacitance for variation in liquid level. Change in capacitance is converted to voltage with the help of a timer and a frequency to voltage converter. Voltage signal is acquired on to the personnel computer for computation. Calibration is achieved with the help of neural network algorithms. Neural network algorithm is trained to map the input range set by the user to the standard signal of 1 to 5V, using the back propagation with artificial bee colony algorithm. The system was tested under practical setup to evaluate the performance. Results obtained shows successful implementation of desired objective.

AB - This paper presents a technique of auto ranging for level measurement using capacitance level sensor. The objective of the work is to design an intelligent calibration technique which will be able to adjust the minimum and maximum reading based on the user defined values. Capacitance level sensor produces a change in capacitance for variation in liquid level. Change in capacitance is converted to voltage with the help of a timer and a frequency to voltage converter. Voltage signal is acquired on to the personnel computer for computation. Calibration is achieved with the help of neural network algorithms. Neural network algorithm is trained to map the input range set by the user to the standard signal of 1 to 5V, using the back propagation with artificial bee colony algorithm. The system was tested under practical setup to evaluate the performance. Results obtained shows successful implementation of desired objective.

UR - http://www.scopus.com/inward/record.url?scp=85063499831&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85063499831&partnerID=8YFLogxK

U2 - 10.1109/EPETSG.2018.8658425

DO - 10.1109/EPETSG.2018.8658425

M3 - Conference contribution

AN - SCOPUS:85063499831

T3 - 2nd International Conference on Energy, Power and Environment: Towards Smart Technology, ICEPE 2018

BT - 2nd International Conference on Energy, Power and Environment

PB - Institute of Electrical and Electronics Engineers Inc.

ER -

Santhosh KV, Mohanty P. Implementation of Intelligent Auto Ranging Functionality to Capacitive Level Sensor. In 2nd International Conference on Energy, Power and Environment: Towards Smart Technology, ICEPE 2018. Institute of Electrical and Electronics Engineers Inc. 2019. 8658425. (2nd International Conference on Energy, Power and Environment: Towards Smart Technology, ICEPE 2018). https://doi.org/10.1109/EPETSG.2018.8658425